Cansu Tunc
Current role
AI Software Developer and Researcher at CTLup
Main experiences
- CTLup (Rome, Italy): AI Software Developer / Researcher (July 2024–to date)
– BIO-INTEL-MOB (Horizon Europe & MUR) – EU Funded Project 2025–2030: Developing a user-centric mobile application for GSRA and PUMH, consuming real-time data from aMDS for adaptive green-safe route optimization.
– PANDORAS (Horizon Europe) – EU Funded Project 2024–2027: Conducted a systematic review of 200+ state-of-the-art papers on Vehicle Routing Problem (VRP) methodologies to inform system architecture decisions, designed and implemented the VRP software module, integrating AI/ML models, data and geospatial information for urban freight logistics.
– Road Analyst: Designed an end-to-end road scene understanding pipeline from dashcam video using deep learning models for segmentation and detection; applied semantic/instance segmentation for road structure extraction and lane-level feature analysis; developed traffic sign detection and classification modules using deep neural networks; combined geometric and visual features (e.g., curvature, lane width) for data-driven road safety analysis.
– Predictive Analytics & ML Integration: Implemented GNN-based optimization system analyzing thousands of daily transactions.
– Cloud Architecture & Deployment: Designed cloud-native architectures and REST APIs using Python/Flask. - Giant Avocado Games (Istanbul, Turkey): Software Engineer (August 2021 – September 2022)
Architected data-driven solutions serving 100,000+ active users with real-time analytics, designed probabilistic systems using Monte Carlo methods; led Agile testing phases; Python, C#, SQL, Statistical Modeling. - Eldor Corporation (Izmir, Turkey): Software Engineer Intern (August 2019 – October 2020)
Developed CV solution for automated defect detection with 3D point cloud analysis; Python, OpenCV, Real-time Systems.
Education
- Master’s degree, Sapienza University of Rome (October 2022 – October 2025): Computer Engineering
- Bachelor’s degree, Izmir Katip Celebi University, Turkey (September 2016 – June 2022): Mechatronics Engineering